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" ... Currently the most powerful and flexible NLP algorithm is Generative Pre-trained Transformer 3 (GPT3), an autoregressive deep learning language model created by OpenAI which can produce human-like text. The technology has been in beta tests since June 2020 and is said to be of such a quality that it is really quite challenging to distinguish it from text written by a human. It holds the record for the highest number of machine learning parameters (175 billion) in a single model. It was trained on hundreds of billions of words and is capable of coding in several languages, meaning it requires no additional training for specific language tasks. The scale of this undertaking meant that it has taken over two years since the original paper was published to train it. GPT3 is especially impressive as it can adapt its final layers to a specific task so that while it is difficult to train, it is comparatively easy to use, and to adapt for a specific task. ... "